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Beyond goal-rationality: Traditional action can reduce volatility in socially situated agents

机译:超越目标合理:传统行动可以减少社会位置代理商的波动

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摘要

Systems that pursue their own goals in shared environments can indirectly affect one another in unanticipated ways, such that the actions of other systems can interfere with goal-achievement. As humans have evolved to achieve goals despite interference from others in society, we thus endow socially situated agents with the capacity for social action as a means of mitigating interference in co-existing systems. We demonstrate that behavioural and evolutionary volatility caused by indirect interactions of goal-rational agents can be reduced by designing agents in a more socially-sensitive manner. We therefore challenge the assumption that designers of intelligent systems typically make, that goal-rationality is sufficient for achieving goals in shared environments.
机译:在共享环境中追求自己的目标的系统可以间接地以意外的方式彼此影响,使得其他系统的行为可能会干扰目标成就。由于人类已经进化到实现目标,尽管在社会中的其他人干扰,我们赋予了社会行为的代理,以社会行动作为减轻共存系统的干扰的手段。我们证明,通过以更具社会敏感的方式设计药剂,可以减少由目标合理试剂的间接相互作用引起的行为和进化挥发性。因此,我们挑战智能系统的设计者通常制造的假设,这种目标合理就足以实现共享环境中的目标。

著录项

  • 来源
    《Future generation computer systems》 |2020年第12期|579-596|共18页
  • 作者单位

    Aston Lab for Intelligent Collectives Engineering (ALICE) Aston University Aston Triangle Birmingham B4 7ET UK;

    Aston Lab for Intelligent Collectives Engineering (ALICE) Aston University Aston Triangle Birmingham B4 7ET UK;

    Aston Lab for Intelligent Collectives Engineering (ALICE) Aston University Aston Triangle Birmingham B4 7ET UK;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Social action; Neuroevolution; Interference; Socio-technical systems;

    机译:社会行动;神经发展;干涉;社会技术系统;

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